Binary outcome
BLP results
| CF |
250 |
0.256 |
0.657 |
0.527 |
0.492 |
0.444 |
0.536 |
0.520 |
0.379 |
0.594 |
0.580 |
| CF |
500 |
0.209 |
0.743 |
0.460 |
0.400 |
0.355 |
0.467 |
0.384 |
0.363 |
0.457 |
0.511 |
| CF |
1000 |
0.100 |
0.843 |
0.483 |
0.371 |
0.318 |
0.399 |
0.274 |
0.696 |
0.494 |
0.533 |
| CF |
5000 |
0.008 |
0.997 |
0.582 |
0.500 |
0.567 |
0.334 |
0.931 |
1.000 |
0.479 |
0.791 |
| DR_RF |
250 |
0.704 |
0.243 |
0.271 |
0.276 |
0.283 |
0.288 |
0.275 |
0.312 |
0.287 |
0.287 |
| DR_RF |
500 |
0.717 |
0.256 |
0.274 |
0.270 |
0.317 |
0.267 |
0.243 |
0.464 |
0.266 |
0.267 |
| DR_RF |
1000 |
0.747 |
0.279 |
0.270 |
0.345 |
0.398 |
0.237 |
0.376 |
0.804 |
0.263 |
0.273 |
| DR_RF |
5000 |
0.735 |
0.409 |
0.435 |
0.825 |
0.955 |
0.526 |
0.978 |
1.000 |
0.461 |
NA |
| DR_oracle |
250 |
0.694 |
0.270 |
0.270 |
0.263 |
0.283 |
0.279 |
0.276 |
0.318 |
0.289 |
0.278 |
| DR_oracle |
500 |
0.706 |
0.276 |
0.290 |
0.268 |
0.308 |
0.266 |
0.240 |
0.453 |
0.248 |
0.283 |
| DR_oracle |
1000 |
0.749 |
0.279 |
0.273 |
0.311 |
0.372 |
0.252 |
0.381 |
0.805 |
0.259 |
0.272 |
| DR_oracle |
5000 |
0.732 |
0.386 |
0.378 |
0.805 |
0.950 |
0.479 |
0.977 |
1.000 |
0.406 |
0.342 |
| T_RF |
250 |
0.653 |
0.305 |
0.328 |
0.301 |
0.292 |
0.327 |
0.352 |
0.303 |
0.354 |
0.331 |
| T_RF |
500 |
0.698 |
0.281 |
0.301 |
0.261 |
0.305 |
0.298 |
0.253 |
0.410 |
0.251 |
0.285 |
| T_RF |
1000 |
0.724 |
0.265 |
0.279 |
0.329 |
0.388 |
0.240 |
0.267 |
0.763 |
0.281 |
0.286 |
| T_RF |
5000 |
0.713 |
0.386 |
0.403 |
0.848 |
0.971 |
0.476 |
0.945 |
1.000 |
0.412 |
0.375 |
Continuous outcome
BLP results
| CF |
250 |
0.299 |
1.000 |
1.000 |
1.000 |
1.000 |
0.999 |
0.478 |
1.000 |
0.685 |
0.554 |
| CF |
500 |
0.239 |
1.000 |
1.000 |
1.000 |
1.000 |
1.000 |
0.339 |
1.000 |
0.997 |
0.493 |
| CF |
1000 |
0.088 |
0.986 |
1.000 |
1.000 |
1.000 |
1.000 |
0.768 |
1.000 |
1.000 |
0.546 |
| DR_RF |
250 |
0.502 |
1.000 |
1.000 |
1.000 |
1.000 |
1.000 |
0.292 |
1.000 |
0.966 |
0.402 |
| DR_RF |
500 |
0.527 |
1.000 |
1.000 |
1.000 |
1.000 |
1.000 |
0.634 |
1.000 |
1.000 |
0.319 |
| DR_RF |
1000 |
0.596 |
1.000 |
1.000 |
1.000 |
1.000 |
1.000 |
0.973 |
1.000 |
1.000 |
0.322 |
| DR_oracle |
250 |
0.558 |
0.913 |
0.996 |
0.999 |
0.933 |
0.969 |
0.258 |
0.962 |
0.858 |
0.398 |
| DR_oracle |
500 |
0.508 |
1.000 |
1.000 |
1.000 |
0.998 |
1.000 |
0.334 |
1.000 |
0.997 |
0.422 |
| DR_oracle |
1000 |
0.489 |
1.000 |
1.000 |
1.000 |
1.000 |
1.000 |
0.588 |
1.000 |
1.000 |
0.481 |
| T_RF |
250 |
0.601 |
0.989 |
1.000 |
0.999 |
0.900 |
1.000 |
0.275 |
0.987 |
0.440 |
0.349 |
| T_RF |
500 |
0.628 |
1.000 |
1.000 |
1.000 |
1.000 |
1.000 |
0.247 |
1.000 |
0.991 |
0.367 |
| T_RF |
1000 |
0.654 |
1.000 |
1.000 |
1.000 |
1.000 |
1.000 |
0.310 |
1.000 |
1.000 |
0.330 |